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mA RNA甲基化调节因子在直肠癌中的预后意义

Prognostic Implication of the mA RNA Methylation Regulators in Rectal Cancer.

作者信息

Chen Yajie, Wang Shanshan, Cho William C, Zhou Xiang, Zhang Zhen

机构信息

Department of Radiation Oncology, Fudan University Shanghai Cancer Center, Fudan University, Shanghai, China.

Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, China.

出版信息

Front Genet. 2021 Jun 3;12:604229. doi: 10.3389/fgene.2021.604229. eCollection 2021.

Abstract

N6-methyladenosine (mA) is a very common and abundant RNA modifications occurring in nearly all types of RNAs. Although the dysregulated expression of mA regulators is implicated in cancer progression, our understanding of the prognostic value of the mA regulators in rectal cancer is still quite limited. In this study, we analyzed the RNA expression levels of the 17 mA regulator genes of 95 rectal cancer and 10 normal rectal samples from the The Cancer Genome Atlas Rectum Adenocarcinoma (TCGA-READ) dataset. Lasso regression analysis was conducted to build a prognostic model and calculate the risk score. The rectal cancer patients were then devided into the high-risk and low-risk groups according to the mean risk score. The prognostic value of the identified model was separately evaluated in the TCGA-READ and GSE87211 datasets. GSEA was conducted to analyze the functional difference of high-risk and low-risk rectal cancer patients. Our analysis revealed that rectal cancer patients with lower expression of YTHDC2 and METTL14 had a remarkable worse overall survival ( < 0.05). The prognostic value of the model was validated in GSE87211 datasets, with AUC = 0.612 for OS and AUC = 0.651 for RFS. Furthermore, the mA modification-based risk score system is associated with activation of distinct signaling pathways, such as DNA repair, epithelial-mesenchymal transition, GM checkpoint and the MYC pathway, that may contribute to the progression of rectal cancer. In conclusion, our findings demonstrated that the mA RNA methylation regulators, specifically YTHDC2 and METTL14, were significantly down-regulated and might be potential prognostic biomarkers in rectal cancer.

摘要

N6-甲基腺苷(mA)是一种非常常见且丰富的RNA修饰,几乎存在于所有类型的RNA中。尽管mA调节因子的表达失调与癌症进展有关,但我们对mA调节因子在直肠癌中的预后价值的了解仍然相当有限。在本研究中,我们分析了来自癌症基因组图谱直肠癌(TCGA-READ)数据集的95例直肠癌样本和10例正常直肠样本中17个mA调节因子基因的RNA表达水平。进行套索回归分析以建立预后模型并计算风险评分。然后根据平均风险评分将直肠癌患者分为高风险组和低风险组。在TCGA-READ和GSE87211数据集中分别评估所识别模型的预后价值。进行基因集富集分析(GSEA)以分析高风险和低风险直肠癌患者的功能差异。我们的分析表明,YTHDC2和METTL14表达较低的直肠癌患者的总生存期明显更差(<0.05)。该模型的预后价值在GSE87211数据集中得到验证,总生存期(OS)的曲线下面积(AUC)=0.612,无复发生存期(RFS)的AUC=0.651。此外,基于mA修饰的风险评分系统与不同信号通路的激活有关,如DNA修复、上皮-间质转化、GM检查点和MYC通路,这些可能有助于直肠癌的进展。总之,我们的研究结果表明,mA RNA甲基化调节因子,特别是YTHDC2和METTL14,显著下调,可能是直肠癌潜在的预后生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8bb6/8209494/e180fcf69ace/fgene-12-604229-g001.jpg

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